LT_training_config.json

{
  "model_save_dir": "models",
  "model_save_name": "check5",
  "opt_model_description": "test",
  "opt_model_lang": "en",
  "train_batch_size": 64,
  "num_epochs": 100,
  "warm_up_perc": 1,
  "learning_rate": 2e-05,
  "loss_type": "supcon",
  "val_perc": 0.2,
  "wandb_names": {
    "project": "linktransformer",
    "id": "your-id",
    "run": "run-name",
    "entity": "your-id"
  },
  "add_pooling_layer": false,
  "large_val": true,
  "eval_steps_perc": 0.5,
  "test_at_end": true,
  "save_val_test_pickles": true,
  "val_query_prop": 0.5,
  "loss_params": {},
  "batch_size": 128,
  "eval_type": "retrieval",
  "training_dataset": "../../../labelled_data.csv",
  "base_model_path": "sentence-transformers/all-mpnet-base-v2",
  "best_model_path": "models/check5"
}